Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 373992 |
| Missing cells | 322056 |
| Missing cells (%) | 8.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 53.9 MiB |
| Average record size in memory | 151.0 B |
Variable types
| NUM | 8 |
|---|---|
| DATE | 1 |
| CAT | 1 |
Reproduction
| Analysis started | 2020-06-29 03:48:54.030697 |
|---|---|
| Analysis finished | 2020-06-29 04:01:56.104487 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
$NO_2$ (µg/m3) has 50139 (13.4%) missing values | Missing |
$O_3$ (µg/m3) has 49341 (13.2%) missing values | Missing |
$PM_{10}$ (µg/m3) has 61198 (16.4%) missing values | Missing |
$SO_2$ (µg/m3) has 50131 (13.4%) missing values | Missing |
CO (ppm) has 61219 (16.4%) missing values | Missing |
NO (µg/m3) has 50028 (13.4%) missing values | Missing |
$SO_2$ (µg/m3) is highly skewed (γ1 = 38.94159293) | Skewed |
$SO_2$ (µg/m3) has 97269 (26.0%) zeros | Zeros |
CO (ppm) has 17324 (4.6%) zeros | Zeros |
Date & Time
Date
| Distinct count | 76704 |
|---|---|
| Unique (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Minimum | 2011-01-01 00:00:00 |
|---|---|
| Maximum | 2020-12-01 23:00:00 |
Histogram
| Distinct count | 147494 |
|---|---|
| Unique (%) | 45.5% |
| Missing | 50139 |
| Missing (%) | 13.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.490202998274462 |
|---|---|
| Minimum | -4.24 |
| Maximum | 268.6440491107547 |
| Zeros | 505 |
| Zeros (%) | 0.1% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -4.24 |
|---|---|
| 5-th percentile | 2.617707789 |
| Q1 | 8.912176728 |
| median | 16.64744817 |
| Q3 | 25.57470665 |
| 95-th percentile | 40.98787666 |
| Maximum | 268.6440491 |
| Range | 272.8840491 |
| Interquartile range (IQR) | 16.66252992 |
Descriptive statistics
| Standard deviation | 12.47942515 |
|---|---|
| Coefficient of variation (CV) | 0.674920938 |
| Kurtosis | 3.533978202 |
| Mean | 18.490203 |
| Median Absolute Deviation (MAD) | 9.742163372 |
| Skewness | 1.194035645 |
| Sum | 5988107.712 |
| Variance | 155.7360521 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 505 | 0.1% | |
| 2.8 | 190 | 0.1% | |
| 3 | 187 | 0.1% | |
| 2.3 | 184 | < 0.1% | |
| 3.5 | 181 | < 0.1% | |
| 2.9 | 180 | < 0.1% | |
| 2.7 | 173 | < 0.1% | |
| 2.5 | 171 | < 0.1% | |
| 2.2 | 171 | < 0.1% | |
| 2 | 171 | < 0.1% | |
| Other values (147484) | 321740 | 86.0% | |
| (Missing) | 50139 | 13.4% |
| Value | Count | Frequency (%) | |
| -4.24 | 1 | < 0.1% | |
| -3.01 | 1 | < 0.1% | |
| -2.83 | 1 | < 0.1% | |
| -2.76 | 1 | < 0.1% | |
| -2.74 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 268.6440491 | 1 | < 0.1% | |
| 204.2906119 | 1 | < 0.1% | |
| 165.6963269 | 1 | < 0.1% | |
| 157.4632923 | 1 | < 0.1% | |
| 153.2053251 | 1 | < 0.1% |
| Distinct count | 81427 |
|---|---|
| Unique (%) | 25.1% |
| Missing | 49341 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.4134798690639 |
|---|---|
| Minimum | -3.7 |
| Maximum | 191.6 |
| Zeros | 1426 |
| Zeros (%) | 0.4% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -3.7 |
|---|---|
| 5-th percentile | 2.383906953 |
| Q1 | 8.217364978 |
| median | 15.00925263 |
| Q3 | 24.56231105 |
| 95-th percentile | 46.45945306 |
| Maximum | 191.6 |
| Range | 195.3 |
| Interquartile range (IQR) | 16.34494607 |
Descriptive statistics
| Standard deviation | 14.32427863 |
|---|---|
| Coefficient of variation (CV) | 0.7779234957 |
| Kurtosis | 4.848383693 |
| Mean | 18.41347987 |
| Median Absolute Deviation (MAD) | 10.68523985 |
| Skewness | 1.698239788 |
| Sum | 5977954.653 |
| Variance | 205.1849582 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1426 | 0.4% | |
| 19.36820278 | 265 | 0.1% | |
| 18.97692596 | 248 | 0.1% | |
| 17.41181867 | 242 | 0.1% | |
| 17.21618025 | 237 | 0.1% | |
| 20.93331008 | 234 | 0.1% | |
| 18.58564914 | 233 | 0.1% | |
| 18.39001072 | 230 | 0.1% | |
| 19.75947961 | 229 | 0.1% | |
| 18.78128755 | 228 | 0.1% | |
| Other values (81417) | 321079 | 85.9% | |
| (Missing) | 49341 | 13.2% |
| Value | Count | Frequency (%) | |
| -3.7 | 1 | < 0.1% | |
| 0 | 1426 | 0.4% | |
| 0.1 | 8 | < 0.1% | |
| 0.1915285258 | 1 | < 0.1% | |
| 0.1918425842 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 191.6 | 1 | < 0.1% | |
| 177 | 1 | < 0.1% | |
| 174.2 | 1 | < 0.1% | |
| 173.2 | 1 | < 0.1% | |
| 173.0224138 | 1 | < 0.1% |
| Distinct count | 1773 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 61198 |
| Missing (%) | 16.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.38087846953586 |
|---|---|
| Minimum | 0.0 |
| Maximum | 969.4 |
| Zeros | 1301 |
| Zeros (%) | 0.3% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.6 |
| Q1 | 11.8 |
| median | 20.1 |
| Q3 | 30.5 |
| 95-th percentile | 52.6 |
| Maximum | 969.4 |
| Range | 969.4 |
| Interquartile range (IQR) | 18.7 |
Descriptive statistics
| Standard deviation | 17.94502601 |
|---|---|
| Coefficient of variation (CV) | 0.7675086302 |
| Kurtosis | 109.3798404 |
| Mean | 23.38087847 |
| Median Absolute Deviation (MAD) | 12.12191792 |
| Skewness | 5.063181606 |
| Sum | 7313398.5 |
| Variance | 322.0239584 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1301 | 0.3% | |
| 12.5 | 1131 | 0.3% | |
| 14.3 | 1106 | 0.3% | |
| 15.5 | 1102 | 0.3% | |
| 6.8 | 1101 | 0.3% | |
| 11 | 1097 | 0.3% | |
| 16.3 | 1095 | 0.3% | |
| 8 | 1094 | 0.3% | |
| 8.3 | 1090 | 0.3% | |
| 12.8 | 1089 | 0.3% | |
| Other values (1763) | 301588 | 80.6% | |
| (Missing) | 61198 | 16.4% |
| Value | Count | Frequency (%) | |
| 0 | 1301 | 0.3% | |
| 0.1 | 70 | < 0.1% | |
| 0.2 | 71 | < 0.1% | |
| 0.3 | 217 | 0.1% | |
| 0.4 | 88 | < 0.1% |
| Value | Count | Frequency (%) | |
| 969.4 | 1 | < 0.1% | |
| 878.4 | 1 | < 0.1% | |
| 832.9 | 1 | < 0.1% | |
| 656.8 | 1 | < 0.1% | |
| 598 | 1 | < 0.1% |
| Distinct count | 20758 |
|---|---|
| Unique (%) | 6.4% |
| Missing | 50131 |
| Missing (%) | 13.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.310778937240057 |
|---|---|
| Minimum | -10.5 |
| Maximum | 1101.5384382999832 |
| Zeros | 97269 |
| Zeros (%) | 26.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -10.5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.7777908106 |
| Q3 | 2.083456723 |
| 95-th percentile | 10.70664776 |
| Maximum | 1101.538438 |
| Range | 1112.038438 |
| Interquartile range (IQR) | 2.083456723 |
Descriptive statistics
| Standard deviation | 8.941202146 |
|---|---|
| Coefficient of variation (CV) | 3.869345528 |
| Kurtosis | 2698.673818 |
| Mean | 2.310778937 |
| Median Absolute Deviation (MAD) | 2.691232364 |
| Skewness | 38.94159293 |
| Sum | 748371.1774 |
| Variance | 79.94509582 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 97269 | 26.0% | |
| 0.5208641808 | 2363 | 0.6% | |
| 0.7812962712 | 2261 | 0.6% | |
| 0.2604320904 | 2231 | 0.6% | |
| 0.2606475499 | 2033 | 0.5% | |
| 0.2611202188 | 1992 | 0.5% | |
| 1.041728362 | 1940 | 0.5% | |
| 0.2600073888 | 1921 | 0.5% | |
| 0.2611377503 | 1883 | 0.5% | |
| 0.5200147776 | 1801 | 0.5% | |
| Other values (20748) | 208167 | 55.7% | |
| (Missing) | 50131 | 13.4% |
| Value | Count | Frequency (%) | |
| -10.5 | 1 | < 0.1% | |
| -9.5 | 1 | < 0.1% | |
| -6.9 | 1 | < 0.1% | |
| -6.6 | 1 | < 0.1% | |
| -4.3 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1101.538438 | 1 | < 0.1% | |
| 863.4 | 1 | < 0.1% | |
| 830.2925058 | 1 | < 0.1% | |
| 798.1878327 | 1 | < 0.1% | |
| 769.8 | 1 | < 0.1% |
| Distinct count | 467 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 61219 |
| Missing (%) | 16.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35002592934812143 |
|---|---|
| Minimum | -0.22 |
| Maximum | 7.66 |
| Zeros | 17324 |
| Zeros (%) | 4.6% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -0.22 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.14 |
| median | 0.29 |
| Q3 | 0.49 |
| 95-th percentile | 0.87 |
| Maximum | 7.66 |
| Range | 7.88 |
| Interquartile range (IQR) | 0.35 |
Descriptive statistics
| Standard deviation | 0.3062733398 |
|---|---|
| Coefficient of variation (CV) | 0.8750018615 |
| Kurtosis | 22.42345833 |
| Mean | 0.3500259293 |
| Median Absolute Deviation (MAD) | 0.2211982598 |
| Skewness | 2.797453125 |
| Sum | 109478.66 |
| Variance | 0.09380335864 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 17324 | 4.6% | |
| 0.01 | 5979 | 1.6% | |
| 0.14 | 5600 | 1.5% | |
| 0.15 | 5558 | 1.5% | |
| 0.17 | 5542 | 1.5% | |
| 0.11 | 5408 | 1.4% | |
| 0.12 | 5405 | 1.4% | |
| 0.16 | 5390 | 1.4% | |
| 0.18 | 5367 | 1.4% | |
| 0.13 | 5365 | 1.4% | |
| Other values (457) | 245835 | 65.7% | |
| (Missing) | 61219 | 16.4% |
| Value | Count | Frequency (%) | |
| -0.22 | 1 | < 0.1% | |
| -0.21 | 2 | < 0.1% | |
| -0.2 | 1 | < 0.1% | |
| -0.19 | 2 | < 0.1% | |
| -0.17 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.66 | 1 | < 0.1% | |
| 6.26 | 1 | < 0.1% | |
| 6.09 | 1 | < 0.1% | |
| 6.05 | 1 | < 0.1% | |
| 5.99 | 1 | < 0.1% |
| Distinct count | 182899 |
|---|---|
| Unique (%) | 56.5% |
| Missing | 50028 |
| Missing (%) | 13.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.27803409251523 |
|---|---|
| Minimum | -1.7 |
| Maximum | 684.9544090228213 |
| Zeros | 1770 |
| Zeros (%) | 0.5% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -1.7 |
|---|---|
| 5-th percentile | 0.7325601385 |
| Q1 | 3.484188223 |
| median | 15.75545285 |
| Q3 | 39.55759935 |
| 95-th percentile | 112.3550282 |
| Maximum | 684.954409 |
| Range | 686.654409 |
| Interquartile range (IQR) | 36.07341112 |
Descriptive statistics
| Standard deviation | 43.38333828 |
|---|---|
| Coefficient of variation (CV) | 1.432832071 |
| Kurtosis | 14.26158041 |
| Mean | 30.27803409 |
| Median Absolute Deviation (MAD) | 27.851887 |
| Skewness | 3.212817958 |
| Sum | 9808993.037 |
| Variance | 1882.11404 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1770 | 0.5% | |
| 0.2 | 900 | 0.2% | |
| 0.3 | 851 | 0.2% | |
| 0.1 | 801 | 0.2% | |
| 0.4 | 763 | 0.2% | |
| 0.5 | 694 | 0.2% | |
| 0.6 | 630 | 0.2% | |
| 0.7 | 543 | 0.1% | |
| -0.1 | 493 | 0.1% | |
| 0.8 | 410 | 0.1% | |
| Other values (182889) | 316109 | 84.5% | |
| (Missing) | 50028 | 13.4% |
| Value | Count | Frequency (%) | |
| -1.7 | 1 | < 0.1% | |
| -1.31 | 1 | < 0.1% | |
| -1.25 | 1 | < 0.1% | |
| -1.2 | 1 | < 0.1% | |
| -1.19 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 684.954409 | 1 | < 0.1% | |
| 647.7467967 | 1 | < 0.1% | |
| 560.8769782 | 1 | < 0.1% | |
| 545.6961459 | 1 | < 0.1% | |
| 545.658232 | 1 | < 0.1% |
lat
Real number (ℝ)
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -12.920578356575412 |
|---|---|
| Minimum | -13.005500404304225 |
| Maximum | -12.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -13.0055004 |
|---|---|
| 5-th percentile | -13.0055004 |
| Q1 | -12.98973907 |
| median | -12.9642515 |
| Q3 | -12.89890347 |
| 95-th percentile | -12.68 |
| Maximum | -12.68 |
| Range | 0.3255004043 |
| Interquartile range (IQR) | 0.09083560896 |
Descriptive statistics
| Standard deviation | 0.1030244293 |
|---|---|
| Coefficient of variation (CV) | -0.007973670096 |
| Kurtosis | 0.3329860998 |
| Mean | -12.92057836 |
| Median Absolute Deviation (MAD) | 0.08301179845 |
| Skewness | 1.333277238 |
| Sum | -4832192.941 |
| Variance | 0.01061403303 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-13.0055004 -12.99233172 -12.98672925 -12.98086074 -12.97112677 ... -12.92635635 -12.84065173 -12.75769 -12.70649 -12.68 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -12.95380924 | 43824 | 11.7% | |
| -12.98371943 | 43680 | 11.7% | |
| -13.0055004 | 43680 | 11.7% | |
| -12.98973907 | 43656 | 11.7% | |
| -12.89890347 | 43608 | 11.7% | |
| -12.7824 | 32880 | 8.8% | |
| -12.68 | 32352 | 8.7% | |
| -12.97800204 | 26256 | 7.0% | |
| -12.99492436 | 26040 | 7.0% | |
| -12.9642515 | 26016 | 7.0% |
| Value | Count | Frequency (%) | |
| -13.0055004 | 43680 | 11.7% | |
| -12.99492436 | 26040 | 7.0% | |
| -12.98973907 | 43656 | 11.7% | |
| -12.98371943 | 43680 | 11.7% | |
| -12.97800204 | 26256 | 7.0% |
| Value | Count | Frequency (%) | |
| -12.68 | 32352 | 8.7% | |
| -12.73298 | 12000 | 3.2% | |
| -12.7824 | 32880 | 8.8% | |
| -12.89890347 | 43608 | 11.7% | |
| -12.95380924 | 43824 | 11.7% |
lon
Real number (ℝ)
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -38.48889626044166 |
|---|---|
| Minimum | -38.54518 |
| Maximum | -38.4283765135188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -38.54518 |
|---|---|
| 5-th percentile | -38.54518 |
| Q1 | -38.51551 |
| median | -38.48717394 |
| Q3 | -38.46892783 |
| 95-th percentile | -38.42837651 |
| Maximum | -38.42837651 |
| Range | 0.1168034865 |
| Interquartile range (IQR) | 0.04658216752 |
Descriptive statistics
| Standard deviation | 0.03325423365 |
|---|---|
| Coefficient of variation (CV) | -0.0008639955124 |
| Kurtosis | -0.7469087889 |
| Mean | -38.48889626 |
| Median Absolute Deviation (MAD) | 0.02784474634 |
| Skewness | 0.2197940664 |
| Sum | -14394539.29 |
| Variance | 0.001105844055 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-38.54518 -38.51944898 -38.51716 -38.51124886 -38.49708083 ... -38.47734722 -38.47214644 -38.46338883 -38.44311317 -38.42837651], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -38.42837651 | 43824 | 11.7% | |
| -38.48717394 | 43680 | 11.7% | |
| -38.50698772 | 43680 | 11.7% | |
| -38.52008796 | 43656 | 11.7% | |
| -38.45784983 | 43608 | 11.7% | |
| -38.51551 | 32880 | 8.8% | |
| -38.54518 | 32352 | 8.7% | |
| -38.46892783 | 26256 | 7.0% | |
| -38.47536505 | 26040 | 7.0% | |
| -38.4793294 | 26016 | 7.0% |
| Value | Count | Frequency (%) | |
| -38.54518 | 32352 | 8.7% | |
| -38.52008796 | 43656 | 11.7% | |
| -38.51881 | 12000 | 3.2% | |
| -38.51551 | 32880 | 8.8% | |
| -38.50698772 | 43680 | 11.7% |
| Value | Count | Frequency (%) | |
| -38.42837651 | 43824 | 11.7% | |
| -38.45784983 | 43608 | 11.7% | |
| -38.46892783 | 26256 | 7.0% | |
| -38.47536505 | 26040 | 7.0% | |
| -38.4793294 | 26016 | 7.0% |
station
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| PARALELA-CAB | |
|---|---|
| DIQUE DO TORORÓ | |
| RIO VERMELHO | |
| CAMPO GRANDE | |
| PIRAJÁ | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| PARALELA-CAB | 43824 | 11.7% | |
| DIQUE DO TORORÓ | 43680 | 11.7% | |
| RIO VERMELHO | 43680 | 11.7% | |
| CAMPO GRANDE | 43656 | 11.7% | |
| PIRAJÁ | 43608 | 11.7% | |
| BOTELHO | 32880 | 8.8% | |
| MALEMBÁ | 32352 | 8.7% | |
| AV ACM - DETRAN | 26256 | 7.0% | |
| ITAIGARA | 26040 | 7.0% | |
| AV BARROS REIS | 26016 | 7.0% |
Length
| Max length | 15 |
|---|---|
| Mean length | 10.65738305 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 22 | 91.7% | |
| Dash_Punctuation | 1 | 4.2% | |
| Space_Separator | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 22 | 91.7% | |
| Common | 2 | 8.3% |
| Value | Count | Frequency (%) | |
| ASCII | 22 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| Date & Time | $NO_2$ (µg/m3) | $O_3$ (µg/m3) | $PM_{10}$ (µg/m3) | $SO_2$ (µg/m3) | CO (ppm) | NO (µg/m3) | lat | lon | station | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2013-01-02 00:00:00 | 18.904214 | 11.521811 | 26.5 | 2.345836 | 0.53 | 10.744251 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 1 | 2013-01-02 01:00:00 | 10.309862 | 13.299354 | 20.1 | 3.915609 | 0.52 | 0.978220 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 2 | 2013-01-02 02:00:00 | 5.442022 | 14.684361 | 24.0 | 4.442517 | 0.51 | 0.734463 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 3 | 2013-01-02 03:00:00 | 4.131542 | 16.067001 | 17.5 | 4.707386 | 0.51 | 0.490011 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 4 | 2013-01-02 04:00:00 | 4.508647 | 16.660399 | 11.7 | 4.708964 | 0.52 | 0.490175 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 5 | 2013-01-02 05:00:00 | 3.380636 | 17.831946 | 14.9 | 4.969324 | 0.54 | 1.225130 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 6 | 2013-01-02 06:00:00 | 10.095408 | 15.409505 | 11.9 | 5.467229 | 0.54 | 2.195123 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 7 | 2013-01-02 07:00:00 | 18.192390 | 11.040024 | 19.9 | 5.428762 | 0.60 | 10.535112 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 8 | 2013-01-02 08:00:00 | 15.702427 | 17.539643 | 17.2 | 5.145123 | 0.55 | 14.460568 | -12.978002 | -38.468928 | AV ACM - DETRAN |
| 9 | 2013-01-02 09:00:00 | 20.618923 | 19.399959 | 11.3 | 4.871014 | 0.49 | 18.493747 | -12.978002 | -38.468928 | AV ACM - DETRAN |
Last rows
| Date & Time | $NO_2$ (µg/m3) | $O_3$ (µg/m3) | $PM_{10}$ (µg/m3) | $SO_2$ (µg/m3) | CO (ppm) | NO (µg/m3) | lat | lon | station | |
|---|---|---|---|---|---|---|---|---|---|---|
| 373982 | 2020-01-13 15:00:00 | 5.25 | 52.6 | 18.6 | -0.4 | 1.56 | 1.25 | -12.68 | -38.54518 | MALEMBÁ |
| 373983 | 2020-01-13 16:00:00 | 4.79 | 39.0 | 9.6 | 0.6 | 1.69 | 1.08 | -12.68 | -38.54518 | MALEMBÁ |
| 373984 | 2020-01-13 17:00:00 | 4.55 | 32.4 | 17.2 | -1.7 | 1.65 | 1.52 | -12.68 | -38.54518 | MALEMBÁ |
| 373985 | 2020-01-13 18:00:00 | 4.71 | 27.7 | 33.8 | -6.9 | 1.53 | 1.27 | -12.68 | -38.54518 | MALEMBÁ |
| 373986 | 2020-01-13 19:00:00 | 7.16 | 21.0 | 25.3 | -2.6 | 0.26 | 1.05 | -12.68 | -38.54518 | MALEMBÁ |
| 373987 | 2020-01-13 20:00:00 | 5.91 | 19.0 | 43.7 | 9.8 | 0.67 | 0.86 | -12.68 | -38.54518 | MALEMBÁ |
| 373988 | 2020-01-13 21:00:00 | 9.43 | 13.5 | 24.4 | 11.6 | 0.72 | 1.33 | -12.68 | -38.54518 | MALEMBÁ |
| 373989 | 2020-01-13 22:00:00 | 13.62 | 9.9 | 18.0 | 10.2 | 0.67 | 1.30 | -12.68 | -38.54518 | MALEMBÁ |
| 373990 | 2020-01-13 23:00:00 | 15.23 | 9.2 | 21.0 | 10.4 | 0.65 | 1.12 | -12.68 | -38.54518 | MALEMBÁ |
| 373991 | 2020-01-13 00:00:00 | 13.17 | 10.3 | 11.9 | 11.2 | 0.62 | 1.31 | -12.68 | -38.54518 | MALEMBÁ |